Cell · 2024 · 58 citations · 69 references
Veterinary MedicineInfectious Disease ControlInfectious DiseasesEmerging Infectious DiseasesEpidemiologyInfectious Disease EpidemiologyDisease SpreadGenomic EpidemiologyGlobal EpidemiologyInfectious Disease DynamicsOutbreak ControlTransmission DynamicsCommunity Transmission NetworksGeographical Heterogeneity In TransmissionMolecular Epidemiology Of VirusesPathogen Spread DynamicsPhylodynamic InferencePhylodynamic Spread AnalysisPhylogeographic AnalysisTransmission Heterogeneity
The World Health Organization declared mpox a public health emergency of international concern in July 2022. To investigate global mpox transmission and population-level changes associated with controlling spread, we built phylogeographic and phylodynamic models to analyze MPXV genomes from five global regions together with air traffic and epidemiological data. Our models reveal community transmission prior to detection, changes in case reporting throughout the epidemic, and a large degree of transmission heterogeneity. We find that viral introductions played a limited role in prolonging spread after initial dissemination, suggesting that travel bans would have had only a minor impact. We find that mpox transmission in North America began declining before more than 10% of high-risk individuals in the USA had vaccine-induced immunity. Our findings highlight the importance of broader routine specimen screening surveillance for emerging infectious diseases and of joint integration of genomic and epidemiological information for early outbreak control.
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Twelve years of SAMtools and BCFtools
Petr Danecek, James Bonfield, Jennifer Liddle et al. · GigaScience · 2021 · 15.9K citations · Full text
Posterior Summarization in Bayesian Phylogenetics Using Tracer 1.7
Andrew Rambaut, Alexei J. Drummond, Dong Xie et al. · Systematic Biology · 2018 · 11.3K citations · Full text
Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10
Marc A. Suchard, Philippe Lemey, Guy Baele et al. · Virus Evolution · 2018 · 4.1K citations · Full text